1 validation error for GPT4All #621

diegotrigo · 2023-06-05T07:27:17Z

Any idea of this error?
Couldn't really find an answer

Traceback (most recent call last):
  File "/privateGPT/privateGPT.py", line 76, in <module>
    main()
  File "/privateGPT/privateGPT.py", line 36, in main
    llm = GPT4All(model=model_path, n_ctx=model_n_ctx, backend='gptj', callbacks=callbacks, verbose=False)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "pydantic/main.py", line 341, in pydantic.main.BaseModel.__init__
pydantic.error_wrappers.ValidationError: 1 validation error for GPT4All
__root__
  Invalid model directory (type=value_error)```

The text was updated successfully, but these errors were encountered:

MikoAL · 2023-06-05T08:34:34Z

same error, need help

MikoAL · 2023-06-05T10:38:41Z

UPDATE: I have no clue why, but when I run this on the terminal of vs code, it works if I press crtl + f5, but not when I use the start button on the top right of the screen. I think it has something to do with debug mode and normal execution?

armoliss · 2023-06-05T11:45:43Z

It looks like an issue because of the model directory specified by the model_path variable.

MODEL_PATH=models/ggml-gpt4all-j-v1.3-groovy.bin

The above is located in the .env file and your model location should be the same unless you want to change it. The easiest way is to create a models folder in the Private GPT folder and store your models there.

brecke · 2023-06-06T10:05:29Z

I think you're right @armoliss thanks

MikoAL · 2023-06-09T11:08:51Z

for me it didn't fix the issue?
I have changed the MODEL_PATH to this
MODEL_PATH=models/ggml-gpt4all-j-v1.3-groovy.bin
and I have created a models folder and put the file "ggml-gpt4all-j-v1.3-groovy.bin " in.
any ideas why?

MikoAL · 2023-06-09T11:19:33Z

somehow,
I kinda brute forced a way to make it work
llm = GPT4All(model=r"C:\this\is\a\path\privateGPT\models\ggml-gpt4all-j-v1.3-groovy.bin", n_ctx=1000, backend='gptj', callbacks=callbacks, verbose=False)

xgtechshow · 2023-06-11T23:20:36Z

I got the same error , plz help

brecke · 2023-06-12T08:52:15Z

@xgtechshow can you show your .env file? the MODEL_PATH should be defined there

RuddiRodriguez · 2023-06-12T11:59:55Z

Hi I have the same error :
(ValidationError: 1 validation error for GPT4All root Unable to instantiate model (type=value_error)) ,

I am using a models folder and an absolute path (pathfolder is the path to my models folder )

model = GPT4All(model=r"pathfolder\models\ggml-gpt4all-j-v1.3-groovy.bin",n_ctx=1000, backend='gptj', callbacks=callbacks, verbose=False)

Thanks in advance

xgtechshow · 2023-06-12T21:59:05Z

Yes, path setting is wrong I fixed the issue manually thanks

…

On Mon, Jun 12, 2023 at 10:00 PM Ruddi Rodriguez Garcia < ***@***.***> wrote: Hi I have the same error : (ValidationError: 1 validation error for GPT4All *root* Unable to instantiate model (type=value_error)) , I am using a models folder and an absolute path (pathfolder is the path to my models folder ) model = GPT4All(model=r"pathfolder\models\ggml-gpt4all-j-v1.3-groovy.bin",n_ctx=1000, backend='gptj', callbacks=callbacks, verbose=False) Thanks in advance — Reply to this email directly, view it on GitHub <#621 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/A6GN7YLEA72QODB3PVZ6PPLXK4AENANCNFSM6AAAAAAY2R4FN4> . You are receiving this because you were mentioned.Message ID: ***@***.***>

constyn · 2023-06-13T07:24:58Z

@xgtechshow can you please share what your fix was?

Saahil-exe · 2023-06-13T15:31:14Z

@RuddiRodriguez
where did you type that code into? i cant figure that out

Benmaoz · 2023-07-04T22:52:30Z

Hi all,

got the same error.
it's indeed the wrong path.
I'm using Google Colab so first I set this path wrongly:

then I used this and it fixed the issue:
/content/ggml-gpt4all-j-v1.3-groovy.bin
(just copy paste the path file from your IDE file explorer)

after fixing this issue now I can see that the file found:
Found model file at /content/models/ggml-gpt4all-j-v1.3-groovy.bin

llm = GPT4All(model=model_path, n_ctx=1000, backend="gptj", verbose=False)

then new validation error so i figure the API changed and n_ctx=1000 is invalid - i just removed it and it working.

@constyn @RuddiRodriguez

techvinix · 2023-07-10T08:42:17Z

Hi All,

Once model path correctly mentioned in .env file and remove the extra argument(as per API) n_ctx=1000, Its working as expected.

bjRichardLiu · 2023-07-21T21:52:07Z

Downgrading some packages could help if none of the above actions solve the issue.
#langchain-ai/langchain#7778 (comment)

vjaideep08 · 2023-07-25T08:10:10Z

Hi All
please check this
privateGPT$ python privateGPT.py
Found model file at models/ggml-gpt4all-j-v1.3-groovy.bin
Invalid model file
Traceback (most recent call last):
File "jayadeep/privategpt/privateGPT/privateGPT.py", line 83, in
main()
File "jayadeep/privategpt/privateGPT/privateGPT.py", line 38, in main
llm = GPT4All(model=model_path, max_tokens=model_n_ctx, backend='gptj', n_batch=model_n_batch, callbacks=callbacks, verbose=False)
File "/jayadeep/env_jayadeep/lib/python3.10/site-packages/langchain/load/serializable.py", line 74, in init
super().init(**kwargs)
File "pydantic/main.py", line 341, in pydantic.main.BaseModel.init
pydantic.error_wrappers.ValidationError: 1 validation error for GPT4All
root
Unable to instantiate model (type=value_error)

it is able to find model but cant instantiate it
please someone help with this

vjaideep08 · 2023-07-25T08:34:14Z

i tried by using other model too
Found model file at models/nous-hermes-13b.ggmlv3.q4_0.bin
Invalid model file

facing same issue

maxng07 · 2023-07-30T05:15:07Z

I hit into the same error and googling and reading the reported issue, I deduce as what some other have mentioned here, the path to the gpt4all is likely not loaded. Tried a few things and in the end, I manually added the .env directly into privategpt.py like this

embeddings_model_name = "all-MiniLM-L6-v2" # os.environ.get("EMBEDDINGS_MODEL_NAME")
persist_directory = "db" #os.environ.get('PERSIST_DIRECTORY')

model_type = "GPT4All" #os.environ.get('MODEL_TYPE')
model_path = "models/ggml-gpt4all-j-v1.3-groovy.bin" #os.environ.get('MODEL_PATH')
model_n_ctx = "1000" #os.environ.get('MODEL_N_CTX')
model_n_batch = 8 #int(os.environ.get('MODEL_N_BATCH',8))
target_source_chunks = 4 #int(os.environ.get('TARGET_SOURCE_CHUNKS',4))

It works for me by adding the variables directly into the privategpt.py file, but I hit into some other different issue which I am debugging.

AITEK-DEV · 2023-07-30T09:59:34Z

According to the error message, it seems that the script was able to find the model file at "models/ggml-gpt4all-j-v1.3-groovy.bin," but encountered an issue while trying to instantiate the model. The specific error is "ValidationError: 1 validation error for the root GPT4All - Unable to instantiate the model (type=value_error)."

This error could be due to misconfiguration or incorrect parameters when creating the GPT4All instance. To resolve this issue, you can follow these steps:

Verify the model_path: Make sure the model_path variable correctly points to the location of the model file "ggml-gpt4all-j-v1.3-groovy.bin" on your system.
Review the model parameters: Check the parameters used when creating the GPT4All instance. Ensure that max_tokens, backend, n_batch, callbacks, and other necessary parameters are properly configured.
Ensure model compatibility: Verify that the "ggml-gpt4all-j-v1.3-groovy.bin" model is compatible with the version of the GPT4All class you are using.

Remember to validate the configuration and parameters to ensure that the GPT4All instance is initialized correctly. Providing more specific details about lines 38 and 83 in your privateGPT.py script could help in identifying the problem.

jiashaokun · 2023-08-07T07:46:54Z

Found model file at /data/llm/ggml-gpt4all-j-v1.3-groovy/ggml-gpt4all-j-v1.3-groovy.bin
Invalid model file
Traceback (most recent call last):
File "/data/llm/privateGPT/privateGPT.py", line 84, in
main()
File "/data/llm/privateGPT/privateGPT.py", line 39, in main
llm = GPT4All(model=model_path, max_tokens=model_n_ctx, backend='gptj', n_batch=model_n_batch, callbacks=callbacks, verbose=False)
File "/root/llm/miniconda3/envs/privateGPT/lib/python3.10/site-packages/langchain/load/serializable.py", line 74, in init
super().init(**kwargs)
File "pydantic/main.py", line 341, in pydantic.main.BaseModel.init
pydantic.error_wrappers.ValidationError: 1 validation error for GPT4All
root
Unable to instantiate model (type=value_error)

how to fix?

hugowschneider · 2023-08-08T13:32:31Z

I did some investigation for this problem and commented in GPT4All: nomic-ai/gpt4all#866 (comment)

My problems is that my CPU does not support AVX, it took a day for me to find that.

Please check if CPU support AVX and AVX2, otherwise nothing will work 😄

ghost · 2023-09-01T20:02:35Z

It appears that the Bin file was designed for an earlier iteration of GPT-4-All and is not compatible with the more recent version.
Solution:
pip show gpt4all
pip uninstall gpt4all
pip show gpt4all
pip install gpt4all==0.2.3
If you come across this error with other models, consider attempting to downgrade the module you are currently utilizing.

eragrahariamit · 2023-09-09T09:22:26Z

@Rj1318
yes after downgrading the Python version it loaded the model, the "Invalid model file" issue was resolved.

Now there is another issue debuging that.
The other issue is that the HW does not support the packages required to run the LLM model

orion-apps · 2023-09-11T17:20:40Z

Thanks Rj1318. This did the trick for on my intel mac:
Solution:
pip show gpt4all
pip uninstall gpt4all
pip show gpt4all
pip install gpt4all==0.2.3

michaelthecsguy · 2023-09-12T03:07:18Z

I have a M1 Mac and OSX 12.

It still fails with same error msg on privateGPT.py even with proper path on model.
gpt4all = 1.0.10

Found model file at models/ggml-gpt4all-j-v1.3-groovy.bin Invalid model file Traceback (most recent call last): File "/Users/myang/Development/privateGPT/privateGPT.py", line 88, in <module> main() File "/Users/myang/Development/privateGPT/privateGPT.py", line 43, in main llm = GPT4All(model=model_path, max_tokens=model_n_ctx, backend='gptj', n_batch=model_n_batch, callbacks=callbacks, verbose=False) File "/Users/myang/opt/miniconda3/envs/PrivateGPT/lib/python3.10/site-packages/langchain/load/serializable.py", line 74, in __init__ super().__init__(**kwargs) File "pydantic/main.py", line 341, in pydantic.main.BaseModel.__init__ pydantic.error_wrappers.ValidationError: 1 validation error for GPT4All __root__ Unable to instantiate model (type=value_error)

HajarahM · 2023-10-05T17:59:42Z

I have a M1 Mac and OSX 12.

It still fails with same error msg on privateGPT.py even with proper path on model. gpt4all = 1.0.10

Found model file at models/ggml-gpt4all-j-v1.3-groovy.bin Invalid model file Traceback (most recent call last): File "/Users/myang/Development/privateGPT/privateGPT.py", line 88, in <module> main() File "/Users/myang/Development/privateGPT/privateGPT.py", line 43, in main llm = GPT4All(model=model_path, max_tokens=model_n_ctx, backend='gptj', n_batch=model_n_batch, callbacks=callbacks, verbose=False) File "/Users/myang/opt/miniconda3/envs/PrivateGPT/lib/python3.10/site-packages/langchain/load/serializable.py", line 74, in __init__ super().__init__(**kwargs) File "pydantic/main.py", line 341, in pydantic.main.BaseModel.__init__ pydantic.error_wrappers.ValidationError: 1 validation error for GPT4All __root__ Unable to instantiate model (type=value_error)

should be 'gpt4all==0.2.3'

niranjanr04 · 2023-10-18T09:58:06Z

for me it didn't fix the issue? I have changed the MODEL_PATH to this MODEL_PATH=models/ggml-gpt4all-j-v1.3-groovy.bin and I have created a models folder and put the file "ggml-gpt4all-j-v1.3-groovy.bin " in. any ideas why?

This fixed the issue for me. i only had to include 'models/' before the bin file. Thanks a ton!

eyadayman12 · 2023-10-27T12:55:14Z

Hello Guys
I have the same problem and I got 2 different errors

my code:

from langchain.llms import GPT4All
from langchain.prompts import PromptTemplate
from langchain.chains import LLMChain

PATH = "wizardlm-13b-v1.2.Q4_0.gguf" model is in the same dir as my python file
promptTemp = PromptTemplate(input_variables=['action'],
                                template="Complete this task {action}")
llm = GPT4All(model=PATH, verbose=True, temp=0.1, n_predict = 4096, top_p=0.95, top_k=40, n_batch=9, repeat_penalty=1.1)
chain = LLMChain(prompt=promptTemp, llm=llm)

error is in this line llm = GPT4All(model=PATH)

here is the error:

 File "D:\anaconda3\envs\AI\Lib\site-packages\pydantic\v1\main.py", line 341, in __init__
    raise validation_error
pydantic.v1.error_wrappers.ValidationError: 1 validation error for GPT4All
__root__
  Failed to retrieve model (type=value_error)

Another error appears when I did a slight modification which is changing the Path variable from this PATH = "wizardlm-13b-v1.2.Q4_0.gguf" to this PATH = "D:/Text_Generator/wizardlm-13b-v1.2.Q4_0.gguf"

here is the error:

File "D:\anaconda3\envs\AI\Lib\site-packages\pydantic\v1\main.py", line 341, in __init__
    raise validation_error
pydantic.v1.error_wrappers.ValidationError: 1 validation error for GPT4All
__root__
  Unable to instantiate model: code=129, Model format not supported (no matching implementation found) (type=value_error)

the model was working yestarday but suddenly I run the same code today it gived me this errors I don't know why I haven't change anything I am disappointed

python version: 3.11.5
gt4all version: 2.0.1

eyadayman12 · 2023-10-27T21:28:01Z

Hi I have the same error : (ValidationError: 1 validation error for GPT4All root Unable to instantiate model (type=value_error)) ,

I am using a models folder and an absolute path (pathfolder is the path to my models folder )

model = GPT4All(model=r"pathfolder\models\ggml-gpt4all-j-v1.3-groovy.bin",n_ctx=1000, backend='gptj', callbacks=callbacks, verbose=False)

Thanks in advance

Hello, Did you fix it?

maxng07 · 2023-10-29T10:32:26Z

Eyad, Is that a typo error on your model path? model=r"pathfolder are you are using variable model twice? regards, Max

…

On Sat, 28 Oct 2023 at 05:28, Eyad Aiman ***@***.***> wrote: Hi I have the same error : (ValidationError: 1 validation error for GPT4All *root* Unable to instantiate model (type=value_error)) , I am using a models folder and an absolute path (pathfolder is the path to my models folder ) model = GPT4All(model=r"pathfolder\models\ggml-gpt4all-j-v1.3-groovy.bin",n_ctx=1000, backend='gptj', callbacks=callbacks, verbose=False) Thanks in advance Hello, Did you fix it? — Reply to this email directly, view it on GitHub <#621 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/AKYRNR6A34S5IMUSNH4NBT3YBQKN3AVCNFSM6AAAAAAY2R4FN6VHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMYTOOBTGUZTAOJWGE> . You are receiving this because you commented.Message ID: ***@***.***>

realamalrajan · 2023-11-05T21:10:36Z

I had a similar issue when I was trying to embed the data into Chroma in google colab. I opened a new notebook and installed gpt4all and other files, and the same code worked. I think it has to do with the model installation path.

bosukeme · 2024-03-26T09:27:12Z

I am trying to use a .gguf model and I get this error File "/root/.pyenv/versions/3.12.2/lib/python3.12/site-packages/langchain/load/serializable.py", line 74, in __init__ super().__init__(**kwargs) File "/root/.pyenv/versions/3.12.2/lib/python3.12/site-packages/pydantic/main.py", line 341, in __init__ raise validation_error pydantic.error_wrappers.ValidationError: 1 validation error for GPT4All __root__ Failed to retrieve model (type=value_error)

If I use the .bin model, it works. But if I change it to a .gguf model, I get that error.

I downloaded the gpt4all-falcon-newbpe-q4_0.gguf from https://gpt4all.io/index.html

Question: Does gpt4all support a .gguf model?

diegotrigo added the bug Something isn't working label Jun 5, 2023

jnhutchinson mentioned this issue Jun 8, 2023

PrivateGPT.py is failing to retrieve the model #654

Closed

imartinez added the primordial Related to the primordial version of PrivateGPT, which is now frozen in favour of the new PrivateGPT label Oct 19, 2023

imartinez closed this as completed Feb 7, 2024

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1 validation error for GPT4All #621

1 validation error for GPT4All #621

diegotrigo commented Jun 5, 2023

MikoAL commented Jun 5, 2023

MikoAL commented Jun 5, 2023 •

edited

armoliss commented Jun 5, 2023

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edited

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Benmaoz commented Jul 4, 2023

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vjaideep08 commented Jul 25, 2023

vjaideep08 commented Jul 25, 2023

maxng07 commented Jul 30, 2023 •

edited

AITEK-DEV commented Jul 30, 2023

jiashaokun commented Aug 7, 2023

hugowschneider commented Aug 8, 2023 •

edited

ghost commented Sep 1, 2023

eragrahariamit commented Sep 9, 2023 •

edited

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michaelthecsguy commented Sep 12, 2023 •

edited

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maxng07 commented Oct 29, 2023 via email

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bosukeme commented Mar 26, 2024 •

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1 validation error for GPT4All #621

1 validation error for GPT4All #621

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